Scale-Invariant Signal-to-Noise Ratio (SI-SNR)

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Scale-Invariant Signal-to-Noise Ratio (SI-SNR)

Module Interface

torchmetrics.ScaleInvariantSignalNoiseRatio

alias of _ScaleInvariantSignalNoiseRatio

Functional Interface

torchmetrics.functional.scale_invariant_signal_noise_ratio(preds, target)

Wrapper for deprecated import.

>>> from torch import tensor
>>> target = tensor([3.0, -0.5, 2.0, 7.0])
>>> preds = tensor([2.5, 0.0, 2.0, 8.0])
:rtype: :py:class:`~torch.Tensor`

>>> _scale_invariant_signal_noise_ratio(preds, target)
tensor(15.0918)